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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os05g0506700

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 2.87 (0.027) R2 : 0.0187
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.167 (0.0569) R2dN8 : 0.0241 R2N8 : 0.0187
σ : 0.509
deviance : 118.72
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose independent, type of G = rect.)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
87.33 0.439 2.88 -0.273 0.012 0.397 0.328 -16.2 0.0376 21.4 20.1 28 2.09 1.03
97.32 0.463 2.9 -0.0173 0.0161 1.69 0.35 -- 0.0347 20.3 20.1 28 2.09 1.03
87.69 0.436 2.88 -0.289 0.0205 0.406 -- -16.1 0.0365 17.9 20.83 27 2.33 1.07
97.69 0.463 2.9 -0.0272 0.0216 1.69 -- -- 0.0345 17.8 20.83 27 2.33 1.07
87.72 0.436 2.88 -0.289 -- 0.398 -- -16.1 0.0366 -- 20.84 26 2.33 1.08
118.02 0.509 2.87 -0.0275 0.0816 -- -0.377 -- 0.161 5.18 -- -- -- --
118.14 0.509 2.87 -0.0289 0.0983 -- -- -- 0.162 2.59 -- -- -- --
97.71 0.462 2.9 -0.0279 -- 1.69 -- -- 0.0346 -- 20.83 27 2.33 1.07
97.71 0.463 2.9 -- 0.022 1.69 -- -- 0.0376 17.7 20.77 25 2.31 1.07
118.71 0.509 2.87 -0.0247 -- -- -- -- 0.165 -- -- -- -- --
118.16 0.508 2.87 -- 0.0977 -- -- -- 0.165 2.58 -- -- -- --
97.73 0.462 2.9 -- -- 1.69 -- -- 0.0377 -- 20.83 27 2.33 1.07
118.72 0.509 2.87 -- -- -- -- -- 0.167 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
 Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 87.52 temperature 20.0 30 > th dose dependent rect. 2 1
2 87.56 atmosphere 1005.0 30 > th dose dependent rect. 2 1
4 87.62 wind 3.0 30 < th dose dependent rect. 2 1
5 87.63 temperature 20.0 30 > th dose independent rect. 2 1
10 87.70 humidity 80.0 30 > th dose independent rect. 2 1
11 87.71 atmosphere 1005.0 30 > th dose independent rect. 2 1
14 87.76 wind 3.0 30 < th dose independent rect. 2 1
15 87.79 humidity 70.0 30 > th dose dependent rect. 2 1
18 87.80 humidity 50.0 30 > th dose dependent rect. 2 1
20 87.81 temperature 25.0 30 < th dose independent rect. 2 1
24 87.84 temperature 10.0 30 > th dose independent rect. 2 1
27 87.84 humidity 50.0 30 > th dose independent rect. 2 1
30 87.84 atmosphere 995.0 30 > th dose independent rect. 2 1
31 87.84 atmosphere 1010.0 30 < th dose independent rect. 2 1
33 87.84 radiation 1.0 30 < th dose independent rect. 2 1
38 87.84 precipitation 0.1 30 < th dose independent rect. 2 1
39 87.84 temperature 10.0 30 > th dose independent rect. 3 23
40 87.84 radiation 1.0 30 < th dose dependent rect. 2 1
45 87.84 precipitation 0.1 30 < th dose dependent rect. 2 1
48 88.20 atmosphere 1015.0 30 < th dose dependent rect. 2 1
50 88.59 wind 9.0 1440 < th dose independent rect. 3 1
51 88.59 temperature 10.0 1440 > th dose independent rect. 3 1
54 88.59 temperature 30.0 1440 < th dose independent rect. 3 1
58 88.59 humidity 50.0 1440 > th dose independent rect. 3 1
67 88.59 atmosphere 995.0 1440 > th dose independent rect. 3 1
68 88.59 radiation 1.0 1440 < th dose independent rect. 3 1
88 88.59 temperature 10.0 1440 > th dose independent rect. 4 23
91 88.59 radiation 1.0 1440 < th dose dependent rect. 3 1
107 88.64 temperature 30.0 30 < th dose dependent rect. 2 1
118 89.31 wind 1.0 30 > th dose independent rect. 2 1
127 89.84 atmosphere 995.0 30 > th dose independent rect. 3 23
167 91.09 precipitation 0.1 30 < th dose independent rect. 3 23
168 91.09 precipitation 0.1 30 < th dose dependent rect. 3 23
180 93.94 wind 9.0 30 < th dose independent rect. 3 23
187 97.35 humidity 50.0 30 > th dose independent rect. 3 23
212 102.31 temperature 30.0 30 < th dose independent rect. 3 23
217 102.83 temperature 25.0 270 > th dose independent rect. 23 4
251 103.80 temperature 25.0 270 > th dose dependent rect. 23 4
255 103.89 atmosphere 1015.0 30 < th dose independent rect. 3 23
305 105.98 wind 1.0 10 < th dose independent rect. 11 16
318 106.39 wind 1.0 30 > th dose independent rect. 3 23
324 106.52 wind 1.0 10 > th dose independent rect. 21 23
328 106.57 humidity 90.0 90 < th dose independent rect. 2 1
334 106.72 wind 1.0 10 > th dose independent sin 15 NA
367 107.85 wind 1.0 10 < th dose independent rect. 7 20
376 108.06 wind 9.0 30 < th dose dependent rect. 3 23
459 108.96 wind 1.0 10 < th dose independent rect. 2 6
472 109.17 wind 1.0 10 > th dose independent no NA NA
476 109.27 humidity 50.0 30 > th dose dependent rect. 3 23
483 109.41 wind 1.0 10 > th dose independent rect. 21 10
504 109.74 wind 9.0 720 < th dose independent rect. 3 12
508 109.79 wind 1.0 10 > th dose independent rect. 22 13
528 110.02 radiation 10.0 30 < th dose dependent rect. 3 23
537 110.14 precipitation 0.1 720 < th dose independent rect. 15 12
538 110.14 precipitation 0.1 720 < th dose dependent rect. 15 12
540 110.17 wind 1.0 10 < th dose independent sin 15 NA
553 110.28 wind 1.0 10 < th dose independent rect. 2 20
555 110.29 wind 1.0 10 < th dose independent rect. 2 14
565 110.31 temperature 10.0 720 > th dose independent rect. 3 12
566 110.31 temperature 10.0 720 > th dose independent rect. 15 12
579 110.49 atmosphere 995.0 720 > th dose independent rect. 3 12
582 110.51 wind 1.0 720 > th dose independent rect. 15 6
590 110.55 humidity 50.0 720 > th dose independent rect. 3 12
614 110.64 wind 1.0 30 > th dose dependent rect. 2 1
619 110.71 temperature 25.0 270 > th dose independent sin 10 NA
621 110.72 radiation 40.0 720 < th dose independent rect. 15 12
644 110.87 temperature 25.0 1440 > th dose independent rect. 1 1
645 110.87 wind 1.0 10 > th dose independent rect. 9 23
653 110.91 temperature 25.0 270 < th dose independent sin 11 NA
656 110.92 precipitation 0.1 720 < th dose independent rect. 3 12
657 110.92 precipitation 0.1 720 < th dose dependent rect. 3 12
702 111.09 wind 1.0 10 > th dose independent rect. 12 23
703 111.09 radiation 1.0 30 < th dose independent rect. 3 23
718 111.17 atmosphere 1015.0 720 < th dose independent rect. 3 12
724 111.20 temperature 25.0 270 < th dose independent rect. 20 11
725 111.21 temperature 25.0 1440 < th dose independent rect. 1 1
729 111.25 wind 1.0 720 > th dose independent rect. 15 8
730 111.25 wind 9.0 720 < th dose independent rect. 21 18
732 111.26 atmosphere 995.0 720 > th dose independent rect. 15 12
735 111.28 wind 1.0 10 > th dose independent rect. 12 19
747 111.34 temperature 10.0 720 > th dose independent rect. 7 8
748 111.34 atmosphere 1015.0 720 < th dose independent rect. 7 8
749 111.34 temperature 10.0 720 > th dose independent rect. 15 16
751 111.36 precipitation 0.1 720 < th dose independent rect. 15 6
752 111.36 precipitation 0.1 720 < th dose dependent rect. 15 6
753 111.37 atmosphere 995.0 720 > th dose independent rect. 15 16
763 111.39 atmosphere 995.0 720 > th dose independent rect. 7 8
766 111.39 precipitation 0.1 720 < th dose independent rect. 9 18
767 111.39 precipitation 0.1 720 < th dose dependent rect. 9 18
768 111.40 temperature 10.0 720 > th dose dependent rect. 24 3
772 111.41 wind 7.0 30 < th dose independent rect. 14 12
773 111.41 temperature 25.0 270 < th dose independent rect. 20 13
777 111.43 wind 9.0 720 < th dose independent rect. 12 3
780 111.44 temperature 10.0 720 > th dose independent rect. 15 6
783 111.44 temperature 10.0 720 > th dose independent rect. 21 18
784 111.44 wind 1.0 30 < th dose dependent rect. 11 16
797 111.50 wind 9.0 720 < th dose independent rect. 3 6
798 111.50 temperature 10.0 720 > th dose independent rect. 3 6
799 111.50 humidity 50.0 720 > th dose independent rect. 3 6
800 111.50 atmosphere 995.0 720 > th dose independent rect. 3 6
801 111.50 temperature 10.0 720 > th dose independent rect. 9 18
803 111.51 temperature 10.0 720 > th dose independent rect. 19 8
804 111.51 temperature 30.0 720 < th dose independent rect. 19 8
805 111.51 humidity 50.0 720 > th dose independent rect. 19 8
806 111.51 atmosphere 995.0 720 > th dose independent rect. 19 8
807 111.51 radiation 1.0 720 < th dose independent rect. 19 8
812 111.51 temperature 10.0 720 > th dose independent rect. 3 16
813 111.51 radiation 20.0 720 < th dose dependent rect. 19 8
818 111.52 precipitation 0.1 720 < th dose independent rect. 15 22
819 111.52 radiation 1.0 720 < th dose dependent rect. 19 8
821 111.52 precipitation 0.1 720 < th dose dependent rect. 15 22
824 111.53 wind 7.0 30 < th dose independent rect. 12 14
836 111.56 atmosphere 995.0 720 > th dose independent rect. 21 18
841 111.57 temperature 30.0 720 < th dose independent rect. 3 6
842 111.57 wind 9.0 720 < th dose independent rect. 19 8
844 111.58 humidity 50.0 720 > th dose independent rect. 21 18
850 111.59 atmosphere 995.0 720 > th dose independent rect. 3 16
852 111.59 wind 9.0 720 < th dose dependent rect. 1 2
883 111.63 temperature 20.0 90 > th dose dependent rect. 19 8
888 111.65 precipitation 0.1 720 < th dose independent rect. 19 8
891 111.65 precipitation 0.1 720 < th dose dependent rect. 19 8
896 111.68 wind 1.0 10 > th dose independent rect. 14 17
902 111.70 precipitation 0.1 720 < th dose independent rect. 15 16
906 111.70 precipitation 0.1 720 < th dose dependent rect. 15 16
922 111.75 wind 9.0 720 < th dose independent rect. 15 12
965 111.86 atmosphere 995.0 720 > th dose independent rect. 15 6
968 111.87 wind 7.0 720 < th dose independent rect. 1 2
978 111.91 precipitation 0.1 720 < th dose independent rect. 1 2
979 111.91 precipitation 0.1 720 < th dose dependent rect. 1 2
980 111.92 wind 1.0 720 > th dose independent rect. 3 12
981 111.93 temperature 10.0 720 > th dose independent rect. 13 2
982 111.93 atmosphere 1015.0 720 < th dose independent rect. 13 2
986 111.93 temperature 10.0 720 > th dose independent rect. 15 22